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Abstract The aim of this thesis to give an overview of using one of the most popular feature extraction techniques called principle -component analysis(PCA) is presented. PCA is a useful statis- tical technique that has found application in fields such as face recognition, text Classification. PCA is a common technique for finding patterns in data of high dimension. |